Fiche de JOURNAUX Ludovic

John A Lee, Pierre Lambert, Edouard Couplet, Pierre Merveille, Ludovic Journaux, et al.. Can MDS rival with t-SNE by using the symmetric Kullback-Leibler divergence across neighborhoods as a pseudo-distance?. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2025, Bruges, Belgium. pp.105-110, 2025, 9782875870933. ⟨10.14428/esann/2025.ES2025-174⟩. ⟨hal-05069090⟩

John Aldo Lee, Edouard Couplet, Pierre Lambert, Ludovic Journaux, Dounia Mulders, et al.. Forget early exaggeration in t-SNE: early hierarchization preserves global structure. ESANN 2024 - 32nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Oct 2024, Bruges, Belgium. pp.321-326, ⟨10.14428/esann/2024.ES2024-146⟩. ⟨hal-05008582⟩

John A Lee, Edouard Couplet, Pierre Lambert, Ludovic Journaux, Dounia Mulders, et al.. Forget early exaggeration in t-SNE: early hierarchization preserves global structure. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Oct 2024, Bruges (Belgium), Belgium. ⟨hal-04989121⟩

Lucile Sautot, Pierre Clavier, Ludovic Journaux. graft4dendrogram. 2024. ⟨hal-04718906⟩

Sébastien Guillemin, Ana Roxin, Laurence Dujourdy, Ludovic Journaux. Knowledge-based Drug Samples' Comparison. 17th International Conference on Signal Image Technology & Internet based Systems (SITIS), Nov 2023, Bangkok, Thailand. ⟨10.1109/SITIS61268.2023.00020⟩. ⟨hal-04492746v3⟩

Jacques Fize, Lucile Sautot, Martin Lentschat, Laurence Dujourdy, Ludovic Journaux, et al.. Extraction and spatial contextualisation of transport proposals in the Great National Debate. Revue Internationale de Géomatique, 2022, 31 (3-4), pp.329-354. ⟨10.3166/rig31.329-354⟩. ⟨hal-04210914⟩

John Aldo Lee, Cyril Bodt De, Ludovic Journaux, Lucile Sautot. Proximities in dimensionality reduction. Handbook of Proximity Relations, Chapter 7, Edward Elgar Publishing, 2022, 9781786434777. ⟨10.4337/9781786434784.00016⟩. ⟨hal-03693301⟩

Sébastien Guillemin, Laurence Dujourdy, Ludovic Journaux, Ana Roxin. IA neuro-symbolique pour l'interprétation granulaire des données des bases STUPS© et OTARIES© : défis applicatifs et perspectives. CNIA 2023 - Conférence Nationale en Intelligence Artificielle, PFIA, Jul 2023, Strasbourg, France. pp.8-17. ⟨hal-04164186⟩

Lucile Sautot, Sandro Bimonte, Ludovic Journaux. A semi-automatic design methodology for (Big) Data Warehouse transforming facts into dimensions. IEEE Transactions on Knowledge and Data Engineering, 2021, 33 (1), pp.28-42. ⟨10.1109/TKDE.2019.2925621⟩. ⟨hal-02272160⟩

Yasir Hamid, Ludovic Journaux, John Aldo Leea, M Sugumaran. A novel method for network intrusion detection based on nonlinear SNE and SVM. International Journal on Soft Computing, Artificial Intelligence and Applications (IJSCAI), 2017, 6 (4), pp.265-286. ⟨hal-03618218⟩